Catherine Finegan-Dollak
8 papers · 2015–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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The Questioner
📈
Trend Setter
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Applications · Natural Language Processing
(4)
Deep Learning
(3)
Core AI
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Computer Science
(1)
Applications · Computer Science
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
document classification
(2)
text classification
(1)
semantic parsing
(1)
data annotation
(1)
multimodal learning
(1)
text summarization
(1)
text representation
(1)
evaluation methodology
(1)
human computation
(1)
document clustering
(1)
label noise
(1)
crowd sourcing
(1)
false positive
(1)
node embedding
(1)
out-of-distribution detection
(1)
vision-language model
(1)
noise correction
(1)
annotation quality
(1)
dataset split
(1)
false positive reduction
(1)
Papers
Grounded, or a Good Guesser? A Per-Question Balanced Dataset to Separate Blind from Grounded Models for Embodied Question Answering
ACL 2025
GVdoc - Graph-based Visual DOcument Classification
ACL 2023
Label Noise in Context
ACL 2020
Layout-Aware Text Representations Harm Clustering Documents by Type
EMNLP 2020
Effective Crowdsourcing for a New Type of Summarization Task
NAACL 2018
Improving Text-to-SQL Evaluation Methodology
ACL 2018
Effects of Creativity and Cluster Tightness on Short Text Clustering Performance
ACL 2016
Content Models for Survey Generation: A Factoid-Based Evaluation
ACL 2015